HotNow Savannah v2 - August 11, 2026
3-1 majority. Conditions must be met before capital deployment or stakeholder commitment.
| Judge | Model | Verdict | Key Position |
|---|---|---|---|
| Sonnet 5 | Claude | Conditional Go | 7 fixable conditions. Proposal is salvageable with honest re-audit of competitor table and code reuse estimate. |
| Opus 4.8 | Claude | Conditional Go | Concurred. Added 3 demand-side omissions: cold-start, CAC realism, willingness-to-pay unvalidated. |
| Gemini 2.5 Pro | No-Go | IQHub/TownIQ claim is a founder integrity issue, not a correctable condition. Financial model broken. Requires teardown and restart. | |
| GPT-5 | OpenAI | Conditional Go | Sonnet directionally right but overconfident. Proposed 12 hard gates with reframed scope: 10-12 weeks, $25-35K. |
| Severity | Finding | Remediation |
|---|---|---|
| High | IQHub/TownIQ competitor mischaracterized. TownIQ is civic/HOA software. IQHub is unrelated. No combined local discovery platform exists under that name. | Re-derive the entire competitive landscape table from primary sources. Do not present to stakeholders until re-verified. |
| High | "70% exists" claim is overstated. Super Search v2 is a web search aggregator, not an event discovery engine. Event connectors, social signal ingestion, and real-time ranking are all unbuilt. | Independent code-level reuse audit. Real estimate: 25-30%. Rebuild timeline, budget, and capital ask from that number. |
| High | 3-4 week MVP timeline is not credible. All 4 judges agreed it's too short. Consensus range: 6-12 weeks for a functional pilot. | Adopt GPT-5's scope-freeze pilot plan: events-first, 5-6 sources, 10-12 weeks. |
| Medium | Visitor numbers overstated. Proposal says 15M+; Visit Savannah's official 2024 figure is 12.9M. | Use 12.9M. Publically verifiable numbers must be correct. |
| Medium | TAM stacking is aggressive. $100B+ from overlapping, paywalled, and unverifiable reports. Classic double-counting. | Rebuild TAM/SAM/SOM bottom-up from Savannah-specific numbers. Show the math. |
| Medium | "Competitive vacuum" is misleading. Yelp, Google Maps, TikTok, Instagram, Facebook Groups, Eventbrite, Meetup, and hotel concierge channels all serve Savannah users. No city-specific app exists, but incumbents own default behavior. | Reframe as incumbent displacement, not vacuum. State the specific behavioral wedge. |
| High | Two-sided cold-start unaddressed. The model needs businesses to attract users, and users to justify $97/mo to businesses. Neither exists at launch. No sequencing plan. | Supply a two-sided launch-sequencing plan. Which side gets subsidized first? |
| High | GTM zero-CAC assumption is the real fragility. Reddit + SCAD ambassadors with zero paid acquisition for 6 months is a prayer, not a plan. The entire net-loss figure depends on this holding. | Allocate $3-5K for GTM. Require signed MOUs with SCAD orgs, hotels, and anchor venues before launch. |
| Medium | Consumer $4.99/mo WTP is unvalidated. Local discovery is a category users expect free. 200-500 paying subscribers with free substitutes available is optimistic. | Run a 2-week landing page test. If paid conversion is below 2%, default to free consumer tier and monetize SMB-first. |
| Medium | MCP server is not a moat. Easily replicated integration surface. Differentiation must come from proprietary data, curation, and partnerships. | Reclassify as speculative optionality, not defensibility. Do not build until consumer traction exists. |
| Medium | Capital ask is too low. $7.5-13.5K understates data ops, moderation, QA, GTM, and contingency even at corrected timeline. | Rebudget at $25-35K with explicit runway and ops allocation. |
| Dimension | Proposal v2 | VerdictTank Consensus |
|---|---|---|
| MVP timeline | 3-4 weeks | 10-12 weeks |
| Capital required | $7.5-13.5K | $25-35K |
| Scope | Full consumer + business platform | Events-first pilot: 5-6 sources, dedupe, venue pages, save/share |
| GTM budget | $0 (organic only) | $3-5K (ambassadors, collabs, local ads) |
| Y1 ARR target | $42K-$102K | Deferred: hit pilot gates first |
| Consumer monetization | $4.99/mo from launch | Landing page test first; default to free if <2% conversion |
Majority (3/4): CONDITIONAL GO
The core business concept has merit. Savannah's student population, tourism density, and competitive dynamics (no city-specific aggregator) create a real opportunity. The proposal's flaws are in execution details, not concept viability: competitor research needs primary sourcing, build estimates need code-level audit, and GTM needs signed partnerships before launch.
With the reframed scope (10-12 weeks, $25-35K, events-first pilot, hard launch gates), the project is worth attempting. Without these conditions, it's a No-Go.
Review conducted August 11, 2026. Pipeline: Research (Phase 1) → Conductor Review (Sonnet 5, Phase 2) → Validation (Opus 4.8) → Cross-Check (Qwen failed, replaced with GPT-5) → Cross-Check (Gemini 2.5 Pro). Cost: ~$0.55.